Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_mechanics

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4503
• Qwk: 0.6090
• Mse: 0.4503
• Rmse: 0.6711

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0187	2	4.3247	0.0101	4.3247	2.0796
No log	0.0374	4	2.9744	0.0491	2.9744	1.7246
No log	0.0561	6	1.5612	0.1432	1.5612	1.2495
No log	0.0748	8	0.9236	0.1613	0.9236	0.9610
No log	0.0935	10	0.8659	0.1461	0.8659	0.9305
No log	0.1121	12	0.8869	0.1346	0.8869	0.9417
No log	0.1308	14	0.9664	0.1376	0.9664	0.9830
No log	0.1495	16	0.8693	0.1549	0.8693	0.9324
No log	0.1682	18	0.8837	0.2035	0.8837	0.9401
No log	0.1869	20	0.8556	0.0947	0.8556	0.9250
No log	0.2056	22	0.7844	0.2331	0.7844	0.8857
No log	0.2243	24	0.7494	0.3230	0.7494	0.8657
No log	0.2430	26	0.6683	0.4264	0.6683	0.8175
No log	0.2617	28	0.6266	0.4275	0.6266	0.7916
No log	0.2804	30	0.5930	0.4506	0.5930	0.7700
No log	0.2991	32	0.6031	0.4251	0.6031	0.7766
No log	0.3178	34	0.6194	0.4090	0.6194	0.7870
No log	0.3364	36	0.5836	0.4803	0.5836	0.7640
No log	0.3551	38	0.5455	0.4792	0.5455	0.7386
No log	0.3738	40	0.5675	0.5121	0.5675	0.7533
No log	0.3925	42	0.7513	0.3746	0.7513	0.8668
No log	0.4112	44	0.8026	0.3005	0.8026	0.8959
No log	0.4299	46	0.6709	0.3793	0.6709	0.8191
No log	0.4486	48	0.5395	0.5030	0.5395	0.7345
No log	0.4673	50	0.5477	0.5461	0.5477	0.7400
No log	0.4860	52	0.5264	0.5237	0.5264	0.7255
No log	0.5047	54	0.5763	0.4170	0.5763	0.7591
No log	0.5234	56	0.5638	0.4235	0.5638	0.7509
No log	0.5421	58	0.5533	0.4129	0.5533	0.7438
No log	0.5607	60	0.5746	0.3670	0.5746	0.7581
No log	0.5794	62	0.5692	0.3595	0.5692	0.7544
No log	0.5981	64	0.5115	0.4860	0.5115	0.7152
No log	0.6168	66	0.4992	0.5026	0.4992	0.7065
No log	0.6355	68	0.4942	0.5326	0.4942	0.7030
No log	0.6542	70	0.4906	0.5482	0.4906	0.7004
No log	0.6729	72	0.5379	0.4896	0.5379	0.7334
No log	0.6916	74	0.6702	0.4968	0.6702	0.8186
No log	0.7103	76	0.6102	0.5282	0.6102	0.7812
No log	0.7290	78	0.4987	0.5964	0.4987	0.7062
No log	0.7477	80	0.4485	0.6325	0.4485	0.6697
No log	0.7664	82	0.4398	0.6374	0.4398	0.6632
No log	0.7850	84	0.4399	0.6271	0.4399	0.6633
No log	0.8037	86	0.4446	0.5976	0.4446	0.6668
No log	0.8224	88	0.4784	0.5902	0.4784	0.6916
No log	0.8411	90	0.5842	0.5549	0.5842	0.7643
No log	0.8598	92	0.5529	0.5773	0.5529	0.7436
No log	0.8785	94	0.4807	0.5420	0.4807	0.6933
No log	0.8972	96	0.4532	0.5972	0.4532	0.6732
No log	0.9159	98	0.4637	0.5862	0.4637	0.6810
No log	0.9346	100	0.4599	0.5804	0.4599	0.6782
No log	0.9533	102	0.4965	0.5044	0.4965	0.7046
No log	0.9720	104	0.6293	0.4677	0.6293	0.7933
No log	0.9907	106	0.7226	0.4470	0.7226	0.8501
No log	1.0093	108	0.7060	0.4073	0.7060	0.8402
No log	1.0280	110	0.5861	0.4467	0.5861	0.7656
No log	1.0467	112	0.5150	0.4631	0.5150	0.7177
No log	1.0654	114	0.5092	0.5220	0.5092	0.7135
No log	1.0841	116	0.5563	0.5042	0.5563	0.7459
No log	1.1028	118	0.5400	0.4916	0.5400	0.7348
No log	1.1215	120	0.5291	0.4228	0.5291	0.7274
No log	1.1402	122	0.5433	0.5101	0.5433	0.7371
No log	1.1589	124	0.5151	0.5658	0.5151	0.7177
No log	1.1776	126	0.4883	0.5603	0.4883	0.6988
No log	1.1963	128	0.4592	0.6342	0.4592	0.6777
No log	1.2150	130	0.4543	0.6267	0.4543	0.6740
No log	1.2336	132	0.4489	0.6357	0.4489	0.6700
No log	1.2523	134	0.4708	0.6344	0.4708	0.6862
No log	1.2710	136	0.4976	0.6231	0.4976	0.7054
No log	1.2897	138	0.4337	0.6607	0.4337	0.6586
No log	1.3084	140	0.4320	0.6626	0.4320	0.6573
No log	1.3271	142	0.4682	0.6207	0.4682	0.6842
No log	1.3458	144	0.5018	0.5989	0.5018	0.7084
No log	1.3645	146	0.5213	0.5854	0.5213	0.7220
No log	1.3832	148	0.4662	0.6275	0.4662	0.6828
No log	1.4019	150	0.4564	0.6290	0.4564	0.6756
No log	1.4206	152	0.4803	0.6429	0.4803	0.6931
No log	1.4393	154	0.5470	0.6371	0.5470	0.7396
No log	1.4579	156	0.5597	0.6247	0.5597	0.7481
No log	1.4766	158	0.5936	0.6220	0.5936	0.7705
No log	1.4953	160	0.6263	0.5675	0.6263	0.7914
No log	1.5140	162	0.5689	0.5690	0.5689	0.7543
No log	1.5327	164	0.5581	0.5800	0.5581	0.7470
No log	1.5514	166	0.4968	0.6651	0.4968	0.7048
No log	1.5701	168	0.4286	0.6901	0.4286	0.6547
No log	1.5888	170	0.4217	0.6985	0.4217	0.6494
No log	1.6075	172	0.5136	0.6223	0.5136	0.7167
No log	1.6262	174	0.6457	0.4982	0.6457	0.8035
No log	1.6449	176	0.6847	0.4803	0.6847	0.8275
No log	1.6636	178	0.6204	0.4971	0.6204	0.7877
No log	1.6822	180	0.5858	0.5775	0.5858	0.7654
No log	1.7009	182	0.5097	0.6480	0.5097	0.7139
No log	1.7196	184	0.5012	0.6405	0.5012	0.7080
No log	1.7383	186	0.4422	0.6510	0.4422	0.6650
No log	1.7570	188	0.4032	0.6482	0.4032	0.6350
No log	1.7757	190	0.4110	0.6649	0.4110	0.6411
No log	1.7944	192	0.4110	0.6225	0.4110	0.6411
No log	1.8131	194	0.4891	0.5501	0.4891	0.6994
No log	1.8318	196	0.6069	0.5507	0.6069	0.7791
No log	1.8505	198	0.6135	0.5469	0.6135	0.7832
No log	1.8692	200	0.6489	0.5436	0.6489	0.8055
No log	1.8879	202	0.5895	0.5632	0.5895	0.7678
No log	1.9065	204	0.5799	0.5514	0.5799	0.7615
No log	1.9252	206	0.4894	0.5934	0.4894	0.6995
No log	1.9439	208	0.5034	0.5883	0.5034	0.7095
No log	1.9626	210	0.5838	0.5439	0.5838	0.7641
No log	1.9813	212	0.6074	0.5242	0.6074	0.7794
No log	2.0	214	0.4980	0.5987	0.4980	0.7057
No log	2.0187	216	0.4648	0.6225	0.4648	0.6818
No log	2.0374	218	0.4625	0.5702	0.4625	0.6801
No log	2.0561	220	0.5192	0.5742	0.5192	0.7206
No log	2.0748	222	0.4998	0.5642	0.4998	0.7070
No log	2.0935	224	0.4403	0.5788	0.4403	0.6635
No log	2.1121	226	0.4869	0.6049	0.4869	0.6978
No log	2.1308	228	0.7002	0.5446	0.7002	0.8368
No log	2.1495	230	0.7514	0.4993	0.7514	0.8668
No log	2.1682	232	0.5848	0.5409	0.5848	0.7647
No log	2.1869	234	0.4654	0.5863	0.4654	0.6822
No log	2.2056	236	0.4555	0.5651	0.4555	0.6749
No log	2.2243	238	0.4684	0.5282	0.4684	0.6844
No log	2.2430	240	0.5259	0.4638	0.5259	0.7252
No log	2.2617	242	0.5591	0.5025	0.5591	0.7477
No log	2.2804	244	0.4867	0.5477	0.4867	0.6977
No log	2.2991	246	0.4225	0.6427	0.4225	0.6500
No log	2.3178	248	0.4150	0.6611	0.4150	0.6442
No log	2.3364	250	0.4581	0.6297	0.4581	0.6768
No log	2.3551	252	0.6677	0.5185	0.6677	0.8171
No log	2.3738	254	0.7764	0.4773	0.7764	0.8812
No log	2.3925	256	0.6827	0.5427	0.6827	0.8263
No log	2.4112	258	0.5010	0.6396	0.5010	0.7078
No log	2.4299	260	0.4006	0.6621	0.4006	0.6329
No log	2.4486	262	0.4303	0.6432	0.4303	0.6560
No log	2.4673	264	0.4252	0.6462	0.4252	0.6520
No log	2.4860	266	0.4350	0.6270	0.4350	0.6596
No log	2.5047	268	0.4818	0.5676	0.4818	0.6941
No log	2.5234	270	0.5112	0.5563	0.5112	0.7150
No log	2.5421	272	0.5318	0.5629	0.5318	0.7292
No log	2.5607	274	0.5501	0.5630	0.5501	0.7417
No log	2.5794	276	0.5877	0.4906	0.5877	0.7666
No log	2.5981	278	0.5575	0.4806	0.5575	0.7467
No log	2.6168	280	0.5120	0.4961	0.5120	0.7155
No log	2.6355	282	0.5000	0.5387	0.5000	0.7071
No log	2.6542	284	0.6436	0.5504	0.6436	0.8022
No log	2.6729	286	0.9527	0.4390	0.9527	0.9761
No log	2.6916	288	1.2475	0.3738	1.2475	1.1169
No log	2.7103	290	1.1747	0.4051	1.1747	1.0838
No log	2.7290	292	0.8550	0.4538	0.8550	0.9246
No log	2.7477	294	0.5714	0.5592	0.5714	0.7559
No log	2.7664	296	0.4383	0.6641	0.4383	0.6621
No log	2.7850	298	0.4268	0.6630	0.4268	0.6533
No log	2.8037	300	0.4166	0.6671	0.4166	0.6455
No log	2.8224	302	0.4246	0.6761	0.4246	0.6516
No log	2.8411	304	0.6067	0.5592	0.6067	0.7789
No log	2.8598	306	0.8264	0.5177	0.8264	0.9091
No log	2.8785	308	0.8085	0.5098	0.8085	0.8992
No log	2.8972	310	0.7150	0.5014	0.7150	0.8456
No log	2.9159	312	0.6343	0.5518	0.6343	0.7964
No log	2.9346	314	0.4840	0.6291	0.4840	0.6957
No log	2.9533	316	0.4929	0.5902	0.4929	0.7021
No log	2.9720	318	0.5163	0.5991	0.5163	0.7186
No log	2.9907	320	0.4718	0.5741	0.4718	0.6869
No log	3.0093	322	0.5149	0.5735	0.5149	0.7176
No log	3.0280	324	0.6807	0.4913	0.6807	0.8250
No log	3.0467	326	0.7906	0.4529	0.7906	0.8891
No log	3.0654	328	0.7712	0.4667	0.7712	0.8782
No log	3.0841	330	0.6355	0.5083	0.6355	0.7972
No log	3.1028	332	0.4966	0.6269	0.4966	0.7047
No log	3.1215	334	0.4956	0.6620	0.4956	0.7040
No log	3.1402	336	0.6290	0.6076	0.6290	0.7931
No log	3.1589	338	0.6825	0.5282	0.6825	0.8261
No log	3.1776	340	0.6242	0.5382	0.6242	0.7901
No log	3.1963	342	0.5423	0.5727	0.5423	0.7364
No log	3.2150	344	0.5553	0.5470	0.5553	0.7452
No log	3.2336	346	0.6312	0.5460	0.6312	0.7945
No log	3.2523	348	0.6437	0.5453	0.6437	0.8023
No log	3.2710	350	0.6279	0.5785	0.6279	0.7924
No log	3.2897	352	0.5767	0.5677	0.5767	0.7594
No log	3.3084	354	0.4534	0.6354	0.4534	0.6733
No log	3.3271	356	0.4397	0.6218	0.4397	0.6631
No log	3.3458	358	0.4723	0.5745	0.4723	0.6873
No log	3.3645	360	0.4873	0.6008	0.4873	0.6981
No log	3.3832	362	0.4975	0.5972	0.4975	0.7053
No log	3.4019	364	0.4878	0.6286	0.4878	0.6984
No log	3.4206	366	0.5097	0.6236	0.5097	0.7140
No log	3.4393	368	0.5743	0.6006	0.5743	0.7578
No log	3.4579	370	0.6942	0.5686	0.6942	0.8332
No log	3.4766	372	0.9410	0.4869	0.9410	0.9701
No log	3.4953	374	0.9834	0.4729	0.9834	0.9917
No log	3.5140	376	0.7954	0.5490	0.7954	0.8919
No log	3.5327	378	0.5335	0.6214	0.5335	0.7304
No log	3.5514	380	0.4278	0.6443	0.4278	0.6541
No log	3.5701	382	0.4333	0.6502	0.4333	0.6582
No log	3.5888	384	0.4344	0.6351	0.4344	0.6591
No log	3.6075	386	0.4493	0.6196	0.4493	0.6703
No log	3.6262	388	0.6068	0.5770	0.6068	0.7790
No log	3.6449	390	0.7119	0.5454	0.7119	0.8437
No log	3.6636	392	0.6300	0.5708	0.6300	0.7937
No log	3.6822	394	0.4690	0.6428	0.4690	0.6849
No log	3.7009	396	0.4234	0.6084	0.4234	0.6507
No log	3.7196	398	0.4139	0.6042	0.4139	0.6433
No log	3.7383	400	0.4148	0.6669	0.4148	0.6441
No log	3.7570	402	0.4445	0.6691	0.4445	0.6667
No log	3.7757	404	0.4543	0.6733	0.4543	0.6740
No log	3.7944	406	0.4634	0.6806	0.4634	0.6807
No log	3.8131	408	0.4172	0.7158	0.4172	0.6459
No log	3.8318	410	0.4046	0.6971	0.4046	0.6361
No log	3.8505	412	0.4441	0.6816	0.4441	0.6664
No log	3.8692	414	0.5837	0.5793	0.5837	0.7640
No log	3.8879	416	0.7387	0.5103	0.7387	0.8595
No log	3.9065	418	0.6949	0.5637	0.6949	0.8336
No log	3.9252	420	0.5571	0.6439	0.5571	0.7464
No log	3.9439	422	0.4201	0.7081	0.4201	0.6481
No log	3.9626	424	0.4053	0.7192	0.4053	0.6366
No log	3.9813	426	0.4166	0.7129	0.4166	0.6454
No log	4.0	428	0.5761	0.5946	0.5761	0.7590
No log	4.0187	430	0.6715	0.5646	0.6715	0.8194
No log	4.0374	432	0.5825	0.5845	0.5825	0.7632
No log	4.0561	434	0.4748	0.6659	0.4748	0.6890
No log	4.0748	436	0.4300	0.6720	0.4300	0.6557
No log	4.0935	438	0.5333	0.6213	0.5333	0.7303
No log	4.1121	440	0.8246	0.5486	0.8246	0.9081
No log	4.1308	442	0.8587	0.5855	0.8587	0.9267
No log	4.1495	444	0.7468	0.6212	0.7468	0.8641
No log	4.1682	446	0.4786	0.6592	0.4786	0.6918
No log	4.1869	448	0.4060	0.7302	0.4060	0.6372
No log	4.2056	450	0.3956	0.6987	0.3956	0.6290
No log	4.2243	452	0.4703	0.6502	0.4703	0.6858
No log	4.2430	454	0.6428	0.5583	0.6428	0.8018
No log	4.2617	456	0.7279	0.5256	0.7279	0.8532
No log	4.2804	458	0.6457	0.5631	0.6457	0.8035
No log	4.2991	460	0.5167	0.6136	0.5167	0.7188
No log	4.3178	462	0.4120	0.6570	0.4120	0.6418
No log	4.3364	464	0.3940	0.6679	0.3940	0.6277
No log	4.3551	466	0.4163	0.6529	0.4163	0.6452
No log	4.3738	468	0.5063	0.6421	0.5063	0.7116
No log	4.3925	470	0.6316	0.5611	0.6316	0.7947
No log	4.4112	472	0.5829	0.6035	0.5829	0.7635
No log	4.4299	474	0.5170	0.6320	0.5170	0.7190
No log	4.4486	476	0.6005	0.6026	0.6005	0.7749
No log	4.4673	478	0.6171	0.6100	0.6171	0.7856
No log	4.4860	480	0.6001	0.6266	0.6001	0.7746
No log	4.5047	482	0.5067	0.6695	0.5067	0.7118
No log	4.5234	484	0.4983	0.6780	0.4983	0.7059
No log	4.5421	486	0.5261	0.6539	0.5261	0.7253
No log	4.5607	488	0.6847	0.5962	0.6847	0.8275
No log	4.5794	490	0.6564	0.6075	0.6564	0.8102
No log	4.5981	492	0.4983	0.6350	0.4983	0.7059
No log	4.6168	494	0.4599	0.6308	0.4599	0.6782
No log	4.6355	496	0.4485	0.6364	0.4485	0.6697
No log	4.6542	498	0.4897	0.6200	0.4897	0.6998
0.5028	4.6729	500	0.6150	0.5947	0.6150	0.7842
0.5028	4.6916	502	0.6015	0.6101	0.6015	0.7756
0.5028	4.7103	504	0.4939	0.6237	0.4939	0.7028
0.5028	4.7290	506	0.4795	0.6708	0.4795	0.6924
0.5028	4.7477	508	0.5067	0.6502	0.5067	0.7119
0.5028	4.7664	510	0.7029	0.6017	0.7029	0.8384
0.5028	4.7850	512	1.0482	0.5353	1.0482	1.0238
0.5028	4.8037	514	0.9445	0.5718	0.9445	0.9718
0.5028	4.8224	516	0.6885	0.5942	0.6885	0.8297
0.5028	4.8411	518	0.5620	0.6524	0.5620	0.7496
0.5028	4.8598	520	0.5198	0.6597	0.5198	0.7210
0.5028	4.8785	522	0.5542	0.6472	0.5542	0.7444
0.5028	4.8972	524	0.5647	0.6223	0.5647	0.7515
0.5028	4.9159	526	0.5427	0.6340	0.5427	0.7367
0.5028	4.9346	528	0.5811	0.6200	0.5811	0.7623
0.5028	4.9533	530	0.6591	0.5974	0.6591	0.8119
0.5028	4.9720	532	0.5260	0.6279	0.5260	0.7253
0.5028	4.9907	534	0.4858	0.6486	0.4858	0.6970
0.5028	5.0093	536	0.4828	0.6154	0.4828	0.6948
0.5028	5.0280	538	0.4962	0.6216	0.4962	0.7044
0.5028	5.0467	540	0.4669	0.6380	0.4669	0.6833
0.5028	5.0654	542	0.4615	0.6422	0.4615	0.6794
0.5028	5.0841	544	0.4532	0.6439	0.4532	0.6732
0.5028	5.1028	546	0.4694	0.6338	0.4694	0.6851
0.5028	5.1215	548	0.4816	0.6421	0.4816	0.6940
0.5028	5.1402	550	0.5848	0.6133	0.5848	0.7647
0.5028	5.1589	552	0.5882	0.6305	0.5882	0.7670
0.5028	5.1776	554	0.5189	0.6664	0.5189	0.7204
0.5028	5.1963	556	0.5213	0.6571	0.5213	0.7220
0.5028	5.2150	558	0.6430	0.6281	0.6430	0.8019
0.5028	5.2336	560	0.8093	0.5404	0.8093	0.8996
0.5028	5.2523	562	0.7256	0.5700	0.7256	0.8518
0.5028	5.2710	564	0.5646	0.6389	0.5646	0.7514
0.5028	5.2897	566	0.5263	0.6282	0.5263	0.7255
0.5028	5.3084	568	0.4904	0.6275	0.4904	0.7003
0.5028	5.3271	570	0.5300	0.6322	0.5300	0.7280
0.5028	5.3458	572	0.6172	0.6194	0.6172	0.7856
0.5028	5.3645	574	0.5890	0.5912	0.5890	0.7675
0.5028	5.3832	576	0.5183	0.6304	0.5183	0.7199
0.5028	5.4019	578	0.5407	0.6091	0.5407	0.7353
0.5028	5.4206	580	0.5280	0.6215	0.5280	0.7266
0.5028	5.4393	582	0.5503	0.5971	0.5503	0.7418
0.5028	5.4579	584	0.4790	0.6201	0.4790	0.6921
0.5028	5.4766	586	0.4587	0.6500	0.4587	0.6773
0.5028	5.4953	588	0.4857	0.6193	0.4857	0.6969
0.5028	5.5140	590	0.6207	0.5640	0.6207	0.7879
0.5028	5.5327	592	0.7482	0.5500	0.7482	0.8650
0.5028	5.5514	594	0.6887	0.5936	0.6887	0.8298
0.5028	5.5701	596	0.5455	0.6183	0.5455	0.7386
0.5028	5.5888	598	0.6149	0.5924	0.6149	0.7841
0.5028	5.6075	600	0.7068	0.5640	0.7068	0.8407
0.5028	5.6262	602	0.5692	0.6029	0.5692	0.7545
0.5028	5.6449	604	0.4297	0.6542	0.4297	0.6555
0.5028	5.6636	606	0.4365	0.6532	0.4365	0.6607
0.5028	5.6822	608	0.4296	0.6712	0.4296	0.6555
0.5028	5.7009	610	0.5129	0.5945	0.5129	0.7162
0.5028	5.7196	612	0.7789	0.5163	0.7789	0.8826
0.5028	5.7383	614	0.9324	0.5023	0.9324	0.9656
0.5028	5.7570	616	0.7639	0.5618	0.7639	0.8740
0.5028	5.7757	618	0.4933	0.6280	0.4933	0.7024
0.5028	5.7944	620	0.4257	0.6796	0.4257	0.6524
0.5028	5.8131	622	0.4380	0.6754	0.4380	0.6618
0.5028	5.8318	624	0.4812	0.6699	0.4812	0.6937
0.5028	5.8505	626	0.5347	0.6513	0.5347	0.7312
0.5028	5.8692	628	0.6680	0.6268	0.6680	0.8173
0.5028	5.8879	630	0.6413	0.6173	0.6413	0.8008
0.5028	5.9065	632	0.5323	0.6581	0.5323	0.7296
0.5028	5.9252	634	0.5505	0.6357	0.5505	0.7420
0.5028	5.9439	636	0.5122	0.6528	0.5122	0.7157
0.5028	5.9626	638	0.5809	0.6118	0.5809	0.7622
0.5028	5.9813	640	0.6121	0.5782	0.6121	0.7823
0.5028	6.0	642	0.5655	0.5943	0.5655	0.7520
0.5028	6.0187	644	0.4672	0.6418	0.4672	0.6835
0.5028	6.0374	646	0.4295	0.6688	0.4295	0.6553
0.5028	6.0561	648	0.5084	0.6365	0.5084	0.7130
0.5028	6.0748	650	0.5642	0.5928	0.5642	0.7511
0.5028	6.0935	652	0.5163	0.6266	0.5163	0.7185
0.5028	6.1121	654	0.4477	0.6794	0.4477	0.6691
0.5028	6.1308	656	0.4482	0.6594	0.4482	0.6695
0.5028	6.1495	658	0.4536	0.6503	0.4536	0.6735
0.5028	6.1682	660	0.4198	0.6694	0.4198	0.6479
0.5028	6.1869	662	0.4532	0.6629	0.4532	0.6732
0.5028	6.2056	664	0.5642	0.6118	0.5642	0.7512
0.5028	6.2243	666	0.6209	0.5991	0.6209	0.7879
0.5028	6.2430	668	0.5695	0.6141	0.5695	0.7546
0.5028	6.2617	670	0.4856	0.6708	0.4856	0.6968
0.5028	6.2804	672	0.4233	0.6775	0.4233	0.6506
0.5028	6.2991	674	0.4392	0.6801	0.4392	0.6627
0.5028	6.3178	676	0.5361	0.6487	0.5361	0.7322
0.5028	6.3364	678	0.4862	0.6564	0.4862	0.6973
0.5028	6.3551	680	0.4693	0.6687	0.4693	0.6850
0.5028	6.3738	682	0.5187	0.6778	0.5187	0.7202
0.5028	6.3925	684	0.6244	0.6385	0.6244	0.7902
0.5028	6.4112	686	0.5820	0.6761	0.5820	0.7629
0.5028	6.4299	688	0.5226	0.6643	0.5226	0.7229
0.5028	6.4486	690	0.5193	0.6515	0.5193	0.7206
0.5028	6.4673	692	0.5370	0.6339	0.5370	0.7328
0.5028	6.4860	694	0.6202	0.6082	0.6202	0.7875
0.5028	6.5047	696	0.6051	0.5961	0.6051	0.7779
0.5028	6.5234	698	0.5774	0.6250	0.5774	0.7599
0.5028	6.5421	700	0.5086	0.6690	0.5086	0.7132
0.5028	6.5607	702	0.5017	0.6672	0.5017	0.7083
0.5028	6.5794	704	0.4684	0.6769	0.4684	0.6844
0.5028	6.5981	706	0.5514	0.6302	0.5514	0.7426
0.5028	6.6168	708	0.5553	0.6204	0.5553	0.7452
0.5028	6.6355	710	0.5093	0.6447	0.5093	0.7137
0.5028	6.6542	712	0.4592	0.6668	0.4592	0.6777
0.5028	6.6729	714	0.4986	0.6434	0.4986	0.7061
0.5028	6.6916	716	0.5359	0.6397	0.5359	0.7321
0.5028	6.7103	718	0.5159	0.6675	0.5159	0.7182
0.5028	6.7290	720	0.5777	0.6340	0.5777	0.7601
0.5028	6.7477	722	0.5194	0.6538	0.5194	0.7207
0.5028	6.7664	724	0.5067	0.6722	0.5067	0.7118
0.5028	6.7850	726	0.5318	0.6653	0.5318	0.7293
0.5028	6.8037	728	0.6481	0.6226	0.6481	0.8050
0.5028	6.8224	730	0.5928	0.6063	0.5928	0.7699
0.5028	6.8411	732	0.4686	0.6666	0.4686	0.6846
0.5028	6.8598	734	0.4604	0.6516	0.4604	0.6785
0.5028	6.8785	736	0.5664	0.5918	0.5664	0.7526
0.5028	6.8972	738	0.7107	0.5685	0.7107	0.8430
0.5028	6.9159	740	0.6162	0.6082	0.6162	0.7850
0.5028	6.9346	742	0.4285	0.6475	0.4285	0.6546
0.5028	6.9533	744	0.4080	0.6702	0.4080	0.6387
0.5028	6.9720	746	0.4238	0.6733	0.4238	0.6510
0.5028	6.9907	748	0.5674	0.6373	0.5674	0.7533
0.5028	7.0093	750	0.6437	0.6276	0.6437	0.8023
0.5028	7.0280	752	0.5840	0.6069	0.5840	0.7642
0.5028	7.0467	754	0.4779	0.6599	0.4779	0.6913
0.5028	7.0654	756	0.4745	0.6599	0.4745	0.6889
0.5028	7.0841	758	0.6300	0.6327	0.6300	0.7937
0.5028	7.1028	760	0.7816	0.5746	0.7816	0.8841
0.5028	7.1215	762	0.6712	0.6108	0.6712	0.8193
0.5028	7.1402	764	0.4954	0.6767	0.4954	0.7038
0.5028	7.1589	766	0.4269	0.6819	0.4269	0.6534
0.5028	7.1776	768	0.4385	0.6649	0.4385	0.6622
0.5028	7.1963	770	0.5878	0.6346	0.5878	0.7667
0.5028	7.2150	772	0.8469	0.5636	0.8469	0.9203
0.5028	7.2336	774	0.7918	0.5983	0.7918	0.8898
0.5028	7.2523	776	0.5582	0.6609	0.5582	0.7472
0.5028	7.2710	778	0.4511	0.6668	0.4511	0.6716
0.5028	7.2897	780	0.4738	0.6628	0.4738	0.6883
0.5028	7.3084	782	0.4723	0.6426	0.4723	0.6872
0.5028	7.3271	784	0.5516	0.6326	0.5516	0.7427
0.5028	7.3458	786	0.5599	0.6049	0.5599	0.7482
0.5028	7.3645	788	0.6213	0.5829	0.6213	0.7882
0.5028	7.3832	790	0.5991	0.6077	0.5991	0.7740
0.5028	7.4019	792	0.4799	0.6236	0.4799	0.6927
0.5028	7.4206	794	0.4361	0.6525	0.4361	0.6603
0.5028	7.4393	796	0.4701	0.6424	0.4701	0.6857
0.5028	7.4579	798	0.5686	0.6679	0.5686	0.7540
0.5028	7.4766	800	0.5461	0.6622	0.5461	0.7390
0.5028	7.4953	802	0.4573	0.6647	0.4573	0.6762
0.5028	7.5140	804	0.4172	0.6578	0.4172	0.6459
0.5028	7.5327	806	0.4048	0.6612	0.4048	0.6363
0.5028	7.5514	808	0.4138	0.6349	0.4138	0.6433
0.5028	7.5701	810	0.4206	0.6164	0.4206	0.6485
0.5028	7.5888	812	0.5671	0.5833	0.5671	0.7531
0.5028	7.6075	814	0.6593	0.5795	0.6593	0.8120
0.5028	7.6262	816	0.5379	0.6274	0.5379	0.7334
0.5028	7.6449	818	0.4116	0.6573	0.4116	0.6416
0.5028	7.6636	820	0.3991	0.6927	0.3991	0.6317
0.5028	7.6822	822	0.4096	0.6843	0.4096	0.6400
0.5028	7.7009	824	0.4991	0.6405	0.4991	0.7065
0.5028	7.7196	826	0.5579	0.6357	0.5579	0.7469
0.5028	7.7383	828	0.4920	0.6483	0.4920	0.7014
0.5028	7.7570	830	0.4648	0.6439	0.4648	0.6818
0.5028	7.7757	832	0.4484	0.6534	0.4484	0.6697
0.5028	7.7944	834	0.4830	0.6455	0.4830	0.6950
0.5028	7.8131	836	0.4746	0.6434	0.4746	0.6889
0.5028	7.8318	838	0.5238	0.6090	0.5238	0.7237
0.5028	7.8505	840	0.4901	0.6522	0.4901	0.7001
0.5028	7.8692	842	0.4258	0.6368	0.4258	0.6525
0.5028	7.8879	844	0.4214	0.6522	0.4214	0.6492
0.5028	7.9065	846	0.5083	0.6237	0.5083	0.7129
0.5028	7.9252	848	0.6014	0.5970	0.6014	0.7755
0.5028	7.9439	850	0.6227	0.6024	0.6227	0.7891
0.5028	7.9626	852	0.5503	0.6178	0.5503	0.7418
0.5028	7.9813	854	0.4929	0.6499	0.4929	0.7021
0.5028	8.0	856	0.4503	0.6603	0.4503	0.6711
0.5028	8.0187	858	0.4927	0.6506	0.4927	0.7020
0.5028	8.0374	860	0.6258	0.6211	0.6258	0.7910
0.5028	8.0561	862	0.5916	0.6045	0.5916	0.7692
0.5028	8.0748	864	0.4657	0.6387	0.4657	0.6824
0.5028	8.0935	866	0.4125	0.6506	0.4125	0.6423
0.5028	8.1121	868	0.4131	0.6469	0.4131	0.6427
0.5028	8.1308	870	0.4502	0.6344	0.4502	0.6709
0.5028	8.1495	872	0.5864	0.6068	0.5864	0.7658
0.5028	8.1682	874	0.6691	0.5968	0.6691	0.8180
0.5028	8.1869	876	0.5980	0.6255	0.5980	0.7733
0.5028	8.2056	878	0.4907	0.6364	0.4907	0.7005
0.5028	8.2243	880	0.4303	0.6747	0.4303	0.6560
0.5028	8.2430	882	0.4802	0.6536	0.4802	0.6930
0.5028	8.2617	884	0.4849	0.6515	0.4849	0.6964
0.5028	8.2804	886	0.5186	0.6437	0.5186	0.7201
0.5028	8.2991	888	0.5822	0.6279	0.5822	0.7630
0.5028	8.3178	890	0.5449	0.6388	0.5449	0.7381
0.5028	8.3364	892	0.4823	0.6550	0.4823	0.6944
0.5028	8.3551	894	0.5468	0.6414	0.5468	0.7395
0.5028	8.3738	896	0.5911	0.6091	0.5911	0.7689
0.5028	8.3925	898	0.5406	0.6450	0.5406	0.7352
0.5028	8.4112	900	0.4770	0.6711	0.4770	0.6907
0.5028	8.4299	902	0.3955	0.6676	0.3955	0.6289
0.5028	8.4486	904	0.3853	0.6699	0.3853	0.6208
0.5028	8.4673	906	0.3904	0.6720	0.3904	0.6248
0.5028	8.4860	908	0.5406	0.6256	0.5406	0.7352
0.5028	8.5047	910	0.6482	0.5824	0.6482	0.8051
0.5028	8.5234	912	0.5503	0.5977	0.5503	0.7418
0.5028	8.5421	914	0.4266	0.6583	0.4266	0.6531
0.5028	8.5607	916	0.3955	0.6692	0.3955	0.6289
0.5028	8.5794	918	0.4018	0.6795	0.4018	0.6339
0.5028	8.5981	920	0.5587	0.6240	0.5587	0.7475
0.5028	8.6168	922	0.9574	0.5334	0.9574	0.9785
0.5028	8.6355	924	1.0626	0.5308	1.0626	1.0308
0.5028	8.6542	926	0.8095	0.5643	0.8095	0.8997
0.5028	8.6729	928	0.4788	0.6630	0.4788	0.6919
0.5028	8.6916	930	0.3849	0.6857	0.3849	0.6204
0.5028	8.7103	932	0.3839	0.6842	0.3839	0.6196
0.5028	8.7290	934	0.4296	0.6697	0.4296	0.6554
0.5028	8.7477	936	0.5570	0.6152	0.5570	0.7463
0.5028	8.7664	938	0.5796	0.6250	0.5796	0.7613
0.5028	8.7850	940	0.5262	0.6380	0.5262	0.7254
0.5028	8.8037	942	0.4501	0.6528	0.4501	0.6709
0.5028	8.8224	944	0.4080	0.6709	0.4080	0.6388
0.5028	8.8411	946	0.4098	0.6668	0.4098	0.6402
0.5028	8.8598	948	0.4230	0.6436	0.4230	0.6504
0.5028	8.8785	950	0.5208	0.6044	0.5208	0.7217
0.5028	8.8972	952	0.5890	0.5623	0.5890	0.7675
0.5028	8.9159	954	0.5791	0.5499	0.5791	0.7610
0.5028	8.9346	956	0.4968	0.6152	0.4968	0.7048
0.5028	8.9533	958	0.4323	0.6298	0.4323	0.6575
0.5028	8.9720	960	0.4283	0.6397	0.4283	0.6545
0.5028	8.9907	962	0.4273	0.6694	0.4273	0.6536
0.5028	9.0093	964	0.4843	0.6411	0.4843	0.6959
0.5028	9.0280	966	0.7228	0.5941	0.7228	0.8502
0.5028	9.0467	968	0.9544	0.5399	0.9544	0.9770
0.5028	9.0654	970	0.9430	0.5349	0.9430	0.9711
0.5028	9.0841	972	0.7150	0.5771	0.7150	0.8456
0.5028	9.1028	974	0.4684	0.6383	0.4684	0.6844
0.5028	9.1215	976	0.3937	0.6715	0.3937	0.6274
0.5028	9.1402	978	0.4087	0.6540	0.4087	0.6393
0.5028	9.1589	980	0.3981	0.6603	0.3981	0.6310
0.5028	9.1776	982	0.4069	0.6541	0.4069	0.6379
0.5028	9.1963	984	0.5096	0.6299	0.5096	0.7139
0.5028	9.2150	986	0.5642	0.6228	0.5642	0.7512
0.5028	9.2336	988	0.5398	0.6300	0.5398	0.7347
0.5028	9.2523	990	0.4965	0.6556	0.4965	0.7046
0.5028	9.2710	992	0.5179	0.6560	0.5179	0.7197
0.5028	9.2897	994	0.5875	0.6064	0.5875	0.7665
0.5028	9.3084	996	0.5600	0.6304	0.5600	0.7483
0.5028	9.3271	998	0.5520	0.6256	0.5520	0.7430
0.1457	9.3458	1000	0.5595	0.6193	0.5595	0.7480
0.1457	9.3645	1002	0.5880	0.5798	0.5880	0.7668
0.1457	9.3832	1004	0.6098	0.5535	0.6098	0.7809
0.1457	9.4019	1006	0.5748	0.5729	0.5748	0.7582
0.1457	9.4206	1008	0.5237	0.5935	0.5237	0.7237
0.1457	9.4393	1010	0.4503	0.6090	0.4503	0.6711

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1